The first few weeks of using AI seriously felt like a superpower. Then the results started telling me something I didn't want to hear.

When I gave a vague brief, I got a vague answer. When I asked a half-formed question, the response was polished nonsense — confident, well-structured, and essentially empty. The tool wasn't failing me. It was reflecting me back at a higher resolution than I was used to.

This took longer to register than I'd like to admit. My first instinct was to blame the model — wrong version, wrong prompt format, needed more examples. I kept reaching for the technical explanation. It was easier than the real one.

The real one was that my thinking was fuzzy. Not always. Not everywhere. But in the places I'd gotten comfortable being fuzzy — because I could write around it, talk around it, let a meeting carry me to an answer — the AI had no patience for that. It needed me to be clear before it could help me get clearer.

There's a version of AI usage that functions as a crutch. You hand it an ambiguous task and accept whatever comes back. That works for some things — drafting a first pass, generating options, filling a blank page. But for the thinking that actually matters, the leverage only shows up if you bring the thinking first.

I started noticing it in other places too. The prompts that worked best were the ones that had done most of the thinking already. The questions that got good answers were the ones that were almost answers themselves. The AI was amplifying something — it just turned out not to be a replacement for the thing I thought it might replace.

What I was hoping for, underneath all of it, was a shortcut past the uncomfortable part — the part where you sit with an idea that doesn't quite hold together and have to figure out why. That discomfort is actually the work. It's where the thinking happens. AI doesn't dissolve it. It just makes the lack of it more visible.

The bottleneck was never the tool. It was always me — specifically, how willing I was to think carefully before asking for help. That's not a comfortable thing to learn. But it's a useful one.